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Biologically plausible learning in recurrent neural networks reproduces neural dynamics observed during cognitive tasks

Neural activity during cognitive tasks exhibits complex dynamics that flexibly encode task-relevant variables. Chaotic recurrent networks, which spontaneously generate rich dynamics, have been proposed as a model of cortical computation during cognitive tasks. However, existing methods for training...

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Detalles Bibliográficos
Autor principal: Miconi, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5398889/
https://www.ncbi.nlm.nih.gov/pubmed/28230528
http://dx.doi.org/10.7554/eLife.20899